{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "62b254a0-8816-4547-87a1-c9723fcfd094",
   "metadata": {},
   "source": [
    "## 玉玦图"
   ]
  },
  {
   "cell_type": "code",
   "id": "4c4ec48d-7df7-44de-8af5-d513eaa2c68e",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-04T08:11:43.945495Z",
     "start_time": "2025-01-04T08:11:43.877297Z"
    }
   },
   "source": [
    "import matplotlib.patches as mpatches\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "# 定义年龄组、百分比和颜色\n",
    "age_groups = ['>=50', '[40,50)', '[30,40)', '[20,30)']\n",
    "percentages = [12.5, 20.8, 29.2, 37.5]\n",
    "colors = ['#F7C1CF', '#FFD47F', '#7B92C7', '#ADD9EE']\n",
    "\n",
    "# 创建图形和坐标轴\n",
    "fig, ax = plt.subplots(figsize=(8, 8))\n",
    "\n",
    "# 定义环形的宽度\n",
    "ring_width = 0.3\n",
    "\n",
    "# 定义每个环形的方向\n",
    "directions = [(-70, 90), (-110, 90), (-140, 90), (-180, 90)]\n",
    "\n",
    "\n",
    "def create_wedge(ax, center, radius, width, start_angle, end_angle, face_color, edge_color):\n",
    "    \"\"\"创建并添加一个环形到坐标轴\"\"\"\n",
    "    arc = mpatches.Wedge(center=center, r=radius, width=width,\n",
    "                         theta1=start_angle, theta2=end_angle,\n",
    "                         facecolor=face_color, edgecolor=edge_color)\n",
    "    ax.add_patch(arc)\n",
    "\n",
    "\n",
    "def add_text(ax, x, y, text, rotation):\n",
    "    \"\"\"在坐标轴上添加文本\"\"\"\n",
    "    ax.text(x, y, text, ha='center', va='center', rotation=rotation)\n",
    "\n",
    "\n",
    "# 绘制每个年龄段的环形\n",
    "for i, (age, percent, direction, color) in enumerate(\n",
    "        zip(age_groups[::-1], percentages[::-1], directions[::-1], colors[::-1])):\n",
    "    # 计算当前环形的内外半径\n",
    "    inner_radius = (len(age_groups) - i - 1) * ring_width\n",
    "    outer_radius = inner_radius + ring_width\n",
    "\n",
    "    # 获取当前环形的方向\n",
    "    start_angle, end_angle = direction\n",
    "\n",
    "    # 创建环形\n",
    "    create_wedge(ax, (0, 0), outer_radius, ring_width, start_angle, end_angle, color, 'black')\n",
    "\n",
    "    # 添加年龄标签\n",
    "    age_angle = -1\n",
    "    age_x = outer_radius * np.cos(np.radians(90 - age_angle)) - 0.05\n",
    "    age_y = (outer_radius + inner_radius) / 2 * np.sin(np.radians(90 - age_angle))\n",
    "    add_text(ax, age_x, age_y, age, age_angle - 90)\n",
    "\n",
    "    # 添加占比标签\n",
    "    percent_angle = end_angle\n",
    "    percent_x = outer_radius * np.cos(np.radians(90 - percent_angle))\n",
    "    percent_y = outer_radius * np.sin(np.radians(90 - percent_angle))\n",
    "    add_text(ax, percent_x, percent_y, f'{percent}%', percent_angle - 90)\n",
    "\n",
    "# 在内部画一个比内圈圆半径小的空白圆\n",
    "inner_circle_radius = (len(age_groups) - 1) * ring_width\n",
    "smaller_inner_circle = mpatches.Circle((0, 0), inner_circle_radius * 0.15,\n",
    "                                       facecolor='white', edgecolor='none')\n",
    "ax.add_patch(smaller_inner_circle)\n",
    "\n",
    "# 设置坐标轴的显示范围\n",
    "ax.set_xlim(-1 - outer_radius, 1 + outer_radius)\n",
    "ax.set_ylim(-1 - outer_radius, 1 + outer_radius)\n",
    "\n",
    "# 设置坐标轴属性\n",
    "ax.set_aspect('equal')  # 保持坐标轴比例相同\n",
    "ax.axis('off')  # 关闭坐标轴\n",
    "\n",
    "# 显示图形\n",
    "plt.show()\n"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 5
  },
  {
   "cell_type": "markdown",
   "id": "d1124055-a6ca-46df-9628-1c082c8491e5",
   "metadata": {},
   "source": [
    "## 跑道图"
   ]
  },
  {
   "cell_type": "code",
   "id": "30463032-8e19-4ab0-b5a5-6dd4bd441ad7",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-04T08:13:24.108942Z",
     "start_time": "2025-01-04T08:13:24.007542Z"
    }
   },
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import matplotlib.patches as mpatches\n",
    "\n",
    "# 设置中文字体和负号显示\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "# 部门分布数据\n",
    "departments = ['人力部 130', '行政部 226', '财务部 238', '工程部 293', '采购部 326', '销售部 451']\n",
    "percentages = [12.5, 20.8, 29.2, 37.5, 100, 100]  # 假设新增的两个圆环占比为100%\n",
    "\n",
    "# 自定义颜色\n",
    "colors = ['#F7C1CF', '#FFD47F', '#7B92C7', '#ADD9EE', '#E47373', '#73E4C7']\n",
    "\n",
    "# 创建图形和坐标轴\n",
    "fig, ax = plt.subplots(figsize=(10, 10))\n",
    "\n",
    "# 设置环形宽度\n",
    "ring_width = 0.1\n",
    "\n",
    "# 定义每个圆环的方向\n",
    "directions = [(10, 90), (-10, 90), (-30, 90), (-50, 90), (-70, 90), (-90, 90)]\n",
    "\n",
    "\n",
    "def create_wedge(ax, center, radius, width, start_angle, end_angle, face_color, edge_color):\n",
    "    \"\"\"创建并添加一个环形到坐标轴\"\"\"\n",
    "    arc = mpatches.Wedge(center=center, r=radius, width=width,\n",
    "                         theta1=start_angle, theta2=end_angle,\n",
    "                         facecolor=face_color, edgecolor=edge_color)\n",
    "    ax.add_patch(arc)\n",
    "\n",
    "\n",
    "def add_text(ax, x, y, text, rotation):\n",
    "    \"\"\"在坐标轴上添加文本\"\"\"\n",
    "    ax.text(x, y, text, ha='center', va='center', rotation=rotation)\n",
    "\n",
    "\n",
    "# 绘制每个部门的环形\n",
    "for i, (dept, percent, direction, color) in enumerate(\n",
    "        zip(departments[::-1], percentages[::-1], directions[::-1], colors[::-1])):\n",
    "    # 计算内外半径\n",
    "    inner_radius = (len(departments) - i - 1) * ring_width\n",
    "    outer_radius = inner_radius + ring_width\n",
    "\n",
    "    # 获取当前圆环的方向\n",
    "    start_angle, end_angle = direction\n",
    "\n",
    "    # 创建环形\n",
    "    create_wedge(ax, (0, 0), outer_radius, ring_width, start_angle, end_angle, color, 'black')\n",
    "\n",
    "    # 添加部门标签\n",
    "    dept_x = outer_radius * np.cos(np.radians(90)) - 0.15\n",
    "    dept_y = (outer_radius + inner_radius) / 2\n",
    "    add_text(ax, dept_x, dept_y, dept, 0)\n",
    "\n",
    "# 在内部画一个比内圈圆半径小的空白圆\n",
    "inner_circle_radius = (len(departments) - 1) * ring_width\n",
    "smaller_inner_circle = mpatches.Circle((0, 0), inner_circle_radius * 0.07,\n",
    "                                       facecolor='white', edgecolor='none')\n",
    "ax.add_patch(smaller_inner_circle)\n",
    "\n",
    "# 设置坐标轴界限，使图形居中\n",
    "ax.set_xlim(-1 - outer_radius, 1 + outer_radius)\n",
    "ax.set_ylim(-1 - outer_radius, 1 + outer_radius)\n",
    "\n",
    "# 设置坐标轴属性\n",
    "ax.set_aspect('equal')\n",
    "ax.axis('off')\n",
    "\n",
    "# 显示图形\n",
    "plt.show()\n"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 6
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b37772ba-fc84-4bf0-89d2-0c6d841d689f",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
